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Marwan U Bikdash

Chair

Marwan U Bikdash
College
College of Engineering

Department
Computational Science & Engineering

Contact
Fort IRC 310
Education
B.S.Electrical Engineering / American University of Beirut
M.S.Electrical Engineering / Virginia Polytechnic Institute and State University
Ph.D.Electrical Engineering / Virginia Polytechnic Institute and State University

Research Interests

Data Science and Engineering; Computational statistics; Computational linear algebra; Signals and Systems; Power Systems; Complex dynamics; Robotics.

Recent Publications

  • Marwan Bikdash, L Kiliaris, S Kozhisseri, R Milton, YL Murphey (2009). (2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems). ).
  • Marwan Bikdash (1999). (A highly interpretable form of Sugeno inference systems). (6) 7, pp. 686–696 ). IEEE Transactions on fuzzy Systems.
  • Marwan Bikdash, DA Chen, Maher Harb (2001). (A hybrid model of a small autofurling wind turbine). (1) 7, pp. 127–148 ). Journal of Vibration and Control.
  • Marwan Bikdash, Serap Karagol, Okan Ozgonenel, Satish Tadiparthi, Dogan Yildiz (Algilayici Yerlesim Belirsizliginin Cözümünde Graf-Kuramsal Algoritmasinin Kullanilmasi Graph-Theoretic Algorithm to Resolve Ambiguity of Localization of Sensors). ).
  • Marwan Bikdash, EM Cliff, J Speyer (1995). (An algorithm for space-based tracking with bearings-only measurements). ). Proceedings of the I Guidance, Navigation, and Control Conference, Baltimore, Maryland.
  • Marwan Bikdash (1988). (Analysis and filtering of time-varying signals). ).
  • Marwan Bikdash, Kai-Bor Yu (1993). (Analysis and filtering using the optimally smoothed Wigner distribution). (4) 41, pp. 1603–1617 ). Signal Processing, IEEE Transactions on.
  • Hossein Amini, Marwan Bikdash, K. Dukka, Abolhasan Hashemisohi, Abolghasem Shahbazi, Lijun Wang, Wenqiao Yuan (2018). (An integrated growth kinetics and computational fluid dynamics model for the analysis of algal productivity in open raceway ponds). 145, pp. 363-372 ). COMPUTERS AND ELECTRONICS IN AGRICULTURE.
  • Hossein Amini, Marwan Bikdash, K. Dukka, Abolhasan Hashemisohi, Abolghasem Shahbazi, Lijun Wang, Wenqiao Yuan (2018). (An integrated growth kinetics and computational fluid dynamics model for the analysis of algal productivity in open raceway ponds). 145, pp. 363-372 ). COMPUTERS AND ELECTRONICS IN AGRICULTURE.
  • Marwan Bikdash, C Clifton, Abdollah Homaifar (2001). (Approximating an optimal feedback control law by a generalized Sugeno controller). (1) 121, pp. 39–57 ). Fuzzy sets and systems.
  • Marwan Bikdash, C Clifton, Abdollah Homaifar (1997). (APPROXIMATING AN OPTIMAL FEEDBACK CONTROL LAW BY A GENERALIZED SUGENO CONTROLLER). 3, pp. 318–323 ). 한국지능시스템학회 국제학술대회 발표논문집.
  • Marwan Bikdash, Abdollah Homaifar, Maria Walden (1998). (Approximation Of Multi-Valued Inverse Functions Using Clustering And Sugeno Fuzzy Inference). ).
  • Marwan Bikdash, Sidney Bryson, Gerry Dozier, Abdollah Homaifar (1998). (Artificial potential field-based motion planning/navigation, dynamic constrained optimization and simple genetic hill climbing). (3) 71, pp. 168–181 ). Simulation.
  • Yaqeen Ashqer, Marwan Bikdash, Chyi Lyi Liang (2020). (A Structured Image Processing Operation Library to Automatically Isolate Weeds and Crops). pp. 1-7 ). IEEE.
  • Marwan Bikdash (1999). (Boundedness properties of the soft-constrained time-optimal control). (9) 72, pp. 755–763 ). International Journal of Control.
  • Marwan Bikdash, Ahmed Hamoud, Kaushik Roy (2018). (Classifying Political Tweets Using Naïve Bayes and Support Vector Machines). (Lecture Notes in Computer Science) pp. 736-744 ). Springer International Publishing.
  • Marwan Bikdash, EM Cliff, AH Nayfeh (1992). (Closed-loop soft-constrained time-optimal control of flexible space structures). (1) 15, pp. 96–103 ). Journal of guidance, control, and dynamics.
  • Marwan Bikdash, EM Cliff, AH Nayfeh (1992). (Closed-loop soft-constrained time-optimal control of flexible space structures). (1) 15, pp. 96–103 ). Journal of guidance, control, and dynamics.
  • Marwan Bikdash, Abdollah Homaifar, V Kunchithapadam, K Ragunathan (2000). (Comparison of quasi bang-bang and sliding mode controls for a dc shunt motor with time delay). (1) 23, pp. 87–102 ). Nonlinear Dynamics.
  • Marwan Bikdash, Abdollah Homaifar, James Nagle, Ahmed Nasser (1997). (Construction and Modeling of a Controls Testbed). ).
  • Marwan Bikdash, MJ Schulz, YD Song (2000). (Control and Health Monitoring of Variable-Speed Wind Power Generation Systems). ).
  • Marwan Bikdash, MJ Schulz, YD Song (2000). (Control and Health Monitoring of Variable-Speed Wind Power Generation Systems). ).
  • Marwan Bikdash, Tao Dong, Yaohang Li, YD Song (2003). (Cooperative Control of Multiple UAVs in Close Formation Flight via Smooth Robust and Adaptive Approach). pp. 759–765 ). 4th International Conference on Cooperative Conference Control and Optimization.
  • Marwan Bikdash, Harmohindar Singh (2000). (Cost Modeling of Adjustable-Speed Drives for Residential Air Conditioning). ).
  • Yaqeen Ashqer, Marwan Bikdash, Chyi Lyi Liang (2020). (Creating a Multivariate-Multifunctional Database for Weed Control to Support Organic Mixed Vegetable Production). ). World Journal of Agriculture and Soil Science.
  • Marwan Bikdash, Vijayarangan Gopalan, Abdollah Homaifar (1997). (Design using genetic algorithms of hierarchical hybrid fuzzy-PID controllers of two-link robotic arms). (6) 14, pp. 449–463 ). Journal of Field Robotics.
  • Georgios Andrikopoulos, Stamatis Manesis, George Nikolakopoulos (2011). (Development and control of a hybrid controlled vertical climbing robot based on pneumatic muscle actuators). (2) 1, pp. 53–58 ). Journal of Control Engineering and Technology (JCET).
  • Marwan Bikdash, Abdollah Homaifar, K Ragunathan (2000). (Disturbance rejection using sliding-mode adjustable speed drives). ).
  • Marwan Bikdash, L Mili, AH Nayfeh (1994). (Efficient Computation of the Stability Boundary for a Machine Connected to a Quasi-Infinite Busbar). 56, pp. 324–324 ). PROCEEDINGS OF THE AMERICAN POWER CONFERENCE.
  • Marwan Bikdash, Ran Zhang (2011). (Fault Tolerant Neuro-Robust Position Control of DC Motors). (10) 3, pp. 412 ). Journal of Electromagnetic Analysis and Applications.
  • Marwan Bikdash, S Kozhisseri, D Tettey (2009). (Features for the Classification of Civilian Vehicles From Acoustic Data). ).
  • Marwan Bikdash, S Kozhisseri, D Tettey (2008). (Features for the Classification of Civilian Vehicles From Acoustic Data). ). US Army RDECOM under contract W911QX-07-C-0062.
  • Marwan Bikdash, C Clifton, A Homaifax (1997). (Feedback Implementation of Zermelo’s Optimal Control by Sugeno Approximation). ).
  • Marwan Bikdash, Abdollah Homaifar, Brian Hunt, Bahram Kimiaghalam (2002). (Feedforward control law for a shipboard crane with maryland rigging system). (2) 8, pp. 159–188 ). Journal of Vibration and Control.
  • Marwan Bikdash, Abdollah Homaifar, B Kimiaghalam (1998). (Fuzzy Dynamic Friction Controller for a Ship Crane). 1, pp. 203–206 ). Proceedings of the 6th International Conference on Fuzzy Theory and Technology.
  • Marwan Bikdash, Abdollah Homaifar, Ken Sartor (1999). (Fuzzy guidance of the shuttle orbiter during atmospheric reentry). (3) 7, pp. 295–303 ). Control Engineering Practice.
  • Marwan Bikdash, Serap Karagol (2010). (Generation of equivalent-circuit models from simulation data of a thermal system). (4) 25, pp. 820–828 ). Power Electronics, IEEE Transactions on.
  • Marwan Bikdash, Abdollah Homaifar, J Nagle, B Sayyarrodsari (1997). (Hierarchical learning-based design of a hybrid fuzzy PID controller). (1) 3, pp. 23–36 ). Intelligent Automation & Soft Computing.
  • Marwan Bikdash, B Cetin, FY Hadaegh (2007). (Hybrid mixed-logical linear programming algorithm for collision-free optimal path planning). (2) 1, pp. 522–531 ). IET Control Theory & Applications.
  • Marwan Bikdash, Hamzeh Qabaja (2014). (Identification of Closest Safe Places and Exit Routes During Evacuation from GIS Data). ). Academy of Science and Engineering (ASE), USA, ASE 2014.
  • Marwan Bikdash, YP Pang, EP Scott (2002). (IMECE2002-33789 Generation of Equivalent Circuit Models From Simulation Data of a Thermal System). 372, pp. 269–276 ). ASME-PUBLICATIONS-HTD.
  • Marwan Bikdash, Fred Hadaegh, Scott Ploen, Daniel Scharf (2004). (Initialization of distributed spacecraft formations). (4) 52, pp. 495–515 ). Journal of the Astronautical Sciences.
  • Marwan Bikdash (2003). (Interpretability, complexity, and modular structure of fuzzy systems). In Casillas et al. , (Interpretability Issues in Fuzzy Modeling) pp. 355--378 ).
  • Marwan Bikdash, Sidney Bryson, Abdollah Homaifar, Gary Lebby (1997). (Job Scheduling using Genetic Matrix Crossover Operator with 2-Opt Inversion). (1) 3, pp. 63–75 ). Intelligent Automation & Soft Computing.
  • B Balachandran, Marwan Bikdash, A Navfeh (1994). (Melnikov analysis for a ship with a general roll-damping model). (1) 6, pp. 101–124 ). Nonlinear Dynamics.
  • B Balachandran, Marwan Bikdash, A Navfeh (1994). (Melnikov analysis for a ship with a general roll-damping model). (1) 6, pp. 101–124 ). Nonlinear Dynamics.
  • Marwan Bikdash, M Charifa, S Karagol (2006). (Mesh analysis with applications in reduced-order modeling and collision avoidance). pp. 239–245 ). COMSOL Conference, Boston, MA.
  • Marwan Bikdash, Samer Charifa (2011). (Mobile robot navigation using a combined optimized potential field and a boundary following algorithm). (2) 1, pp. 93 ). Journal of Control Engineering and Technology.
  • Marwan Bikdash, Pravin Chopade, Ajit Kelkar, Dr Ram Mohan (2011). (Modeling of Coupled Heat Transfer and Fluid Flow in a Disc-Type Power Transformer to Optimize Hot Spots in Transformer Design with COMSOL). ).
  • Marwan Bikdash, Samer Charifa (2010). (Motion planning of a snake-like robot using an optimized harmonic potential field). (3) 1, pp. 187–197 ). Paladyn.
  • Marwan Bikdash, Pravin Chopade (2016). (New centrality measures for assessing smart grid vulnerabilities and predicting brownouts and blackouts). 12, pp. 29--45 ). International Journal of Critical Infrastructure Protection.
  • Marwan Bikdash, Pravin Chopade (2016). (New centrality measures for assessing smart grid vulnerabilities and predicting brownouts and blackouts). 12, pp. 29-45 ). INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURE PROTECTION.
  • Hossein Amini, Marwan Bikdash, Abolhasan Hashemisohi, Dukka Kc, Abolghasem Shahbazi, Lijun Wang, Wenqiao Yuan (2016). (Numerical and experimental investigation of hydrodynamics and light transfer in open raceway ponds at various algal cell concentrations and medium depths). 156, pp. 11-23 ). Chemical Engineering Science.
  • Hossein Amini, Marwan Bikdash, Abolhasan Hashemisohi, Dukka Kc, Abolghasem Shahbazi, Lijun Wang, Wenqiao Yuan (2016). (Numerical and experimental investigation of hydrodynamics and light transfer in open raceway ponds at various algal cell concentrations and medium depths). 156, pp. 11--23 ). Chemical Engineering Science.
  • Marwan Bikdash, Kenneth Flurchick, Ashwani Jha, Dukka Kc (2016). (Parallel-SymD: A Parallel Approach to Detect Internal Symmetry in Protein Domains). 2016, pp. 1-9 ). BioMed Research International.
  • Marwan Bikdash, EM Cliff, AH Nayfeh (1993). (Saturating and time-optimal feedback controls). (3) 16, pp. 541–548 ). Journal of guidance, control, and dynamics.
  • Marwan Bikdash, EM Cliff, AH Nayfeh (1993). (Saturating and time-optimal feedback controls). (3) 16, pp. 541–548 ). Journal of guidance, control, and dynamics.
  • Marwan Bikdash, EM Cliff (1992). (Saturating Control Laws for Infinite-Dimensional Linear Plants). 1, pp. 815–815 ). IEEE CONFERENCE ON DECISION AND CONTROL.
  • Marwan Bikdash, EM Cliff, AH Nayfeh (1993). (Singular-perturbation of the time-optimal soft-constrained cheap-control problem). (3) 38, pp. 466–469 ). Automatic Control, IEEE Transactions on.
  • Marwan Bikdash, EM Cliff, AH Nayfeh (1993). (Singular-perturbation of the time-optimal soft-constrained cheap-control problem). (3) 38, pp. 466–469 ). IEEE transactions on automatic control.
  • Marwan Bikdash, Abdollah Homaifar, BR Hunt, B Kimiaghalam, Kam Ng (2002). (Special Issue: Active Control of Nonlinear Dynamical Systems-Feedforward Control Law For A Shipboard Crane With Maryland Rigging System). (2) 8, pp. 159–188 ). Journal of Vibration and Control.
  • Marwan Bikdash (1993). (Time-optimal and saturating controls with application to flexible structures). ). Virginia Tech.
  • Marwan Bikdash, Xiangfeng Dai (2017). (Trend analysis of fragmented time series for mHealth apps: Hypothesis testing based adaptive spline filtering method with importance weighting). 5, pp. 27767--27776 ). IEEE Access.
  • Marwan Bikdash, Xiangfeng Dai (2017). (Trend Analysis of Fragmented Time Series for mHealth Apps: Hypothesis Testing Based Adaptive Spline Filtering Method with Importance Weighting). 5, pp. 27767--27776 ). IEEE Access.
  • Marwan Bikdash, Xiangfeng Dai (2017). (Trend Analysis of Fragmented Time Series for mHealth Apps: Hypothesis Testing Based Adaptive Spline Filtering Method With Importance Weighting). 5, pp. 27767-27776 ). IEEE ACCESS.
  • Marwan Bikdash, Pravin Chopade, Kenneth Flurchick, Justin Zhan (2015). (Visualization Techniques for Large-Scale Big Data Networks: Smart Power Grid Survivability in a Complex Operating Environment). ). Academy of Science and Engineering, USA, ASE 2014.